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Evaluation-examples.md

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Example command lines for evaluating models

AST

python 2pass_blackbox.py config/ast.yaml fsd50k
python 2pass_blackbox.py config/ast.yaml spcv2
python 2pass_blackbox.py config/ast.yaml us8k
python 2pass_blackbox.py config/ast.yaml surge --lr=0.0001
python 2pass_blackbox.py config/ast.yaml nsynth
python 2pass_blackbox.py config/ast.yaml nspitch
python 2pass_blackbox.py config/ast.yaml vc1
python 2pass_blackbox.py config/ast.yaml cremad
python 2pass_blackbox.py config/ast.yaml voxforge
python 2pass_blackbox.py config/ast.yaml esc50
python 2pass_blackbox.py config/ast.yaml gtzan batch_size=12

BYOL-A

python 2pass_blackbox.py config/byola.yaml fsd50k
python 2pass_blackbox.py config/byola.yaml spcv2
python 2pass_blackbox.py config/byola.yaml us8k
python 2pass_blackbox.py config/byola.yaml surge --lr=0.0001
python 2pass_blackbox.py config/byola.yaml nsynth
python 2pass_blackbox.py config/byola.yaml nspitch
python 2pass_blackbox.py config/byola.yaml vc1
python 2pass_blackbox.py config/byola.yaml cremad
python 2pass_blackbox.py config/byola.yaml voxforge
python 2pass_blackbox.py config/byola.yaml esc50
python 2pass_blackbox.py config/byola.yaml gtzan batch_size=64 --lr=0.001

PANNs' CNN14

python 2pass_blackbox.py config/cnn14.yaml cremad
python 2pass_blackbox.py config/cnn14.yaml voxforge
python 2pass_blackbox.py config/cnn14.yaml esc50
python 2pass_blackbox.py config/cnn14.yaml gtzan
python 2pass_blackbox.py config/cnn14.yaml fsd50k
python 2pass_blackbox.py config/cnn14.yaml nsynth --lr=0.00001
python 2pass_blackbox.py config/cnn14.yaml nspitch
python 2pass_blackbox.py config/cnn14.yaml surge
python 2pass_blackbox.py config/cnn14.yaml vc1
python 2pass_blackbox.py config/cnn14.yaml spcv2
python 2pass_blackbox.py config/cnn14.yaml us8k

VGGish

python 2pass_blackbox.py config/vggish.yaml fsd50k
python 2pass_blackbox.py config/vggish.yaml nsynth
python 2pass_blackbox.py config/vggish.yaml nspitch
python 2pass_blackbox.py config/vggish.yaml surge
python 2pass_blackbox.py config/vggish.yaml vc1 --lr=0.0005
python 2pass_blackbox.py config/vggish.yaml spcv2
python 2pass_blackbox.py config/vggish.yaml us8k
python 2pass_blackbox.py config/vggish.yaml cremad
python 2pass_blackbox.py config/vggish.yaml voxforge
python 2pass_blackbox.py config/vggish.yaml esc50 --lr=0.003
python 2pass_blackbox.py config/vggish.yaml gtzan batch_size=128